Small Budgets, Big Insights: Experiments That Pay Off
Test the biggest assumption first: audience, offer, or channel. Use meaningful differences, not micro‑tweaks. Run until you reach a practical threshold, like two full sales cycles, instead of chasing statistical perfection. Document decisions so learning compounds and future tests get smarter.
Small Budgets, Big Insights: Experiments That Pay Off
Pilot one new channel per quarter with a fixed budget and a clear kill criterion. Compare cost per qualified lead and payback period to your baseline. If a channel cannot compete within twelve weeks, pause it and capture the lesson for later.